K Nearest Neighbors is one of the simplest machine learning algorithms used for regression and classification tasks. It includes a class KNeighborClassifer, which is used to classify a data point based on the majority vote of the nearest neighbors.
But how is the classification done? We'll see the intuition (working) and maths involved in the KNN Classifier.
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